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976 papers · page 3 of 49

Stratified Type Theory

Jonathan Chan, Stephanie Weirich

Abstract A hierarchy of type universes is a rudimentary ingredient in the type theories of many proof assistants to prevent the logical inconsistency resulting from combining dependent functions and the type-in-type axiom. In this work, we argue that a universe hierarchy is not t…

Neural Network Verification is a Programming Language Challenge

Lucas C. Cordeiro, Matthew L. Daggitt, Julien Girard-Satabin, Omri Isac, Taylor T. Johnson, Guy Katz, Ekaterina Komendantskaya, Augustin Lemesle + 3 more

Abstract Neural network verification is a new and rapidly developing field of research. So far, the main priority has been establishing efficient verification algorithms and tools, while proper support from the programming language perspective has been considered secondary or uni…